Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | accuracy | boyce_cont | roc_auc | tss_max |
|---|---|---|---|---|
| rf | 0.9346558 | 0.9486578 | 0.9858913 | 0.9018771 |
| bt | 0.7281214 | 0.9548363 | 0.7877960 | 0.4801190 |
| maxnet | 0.6581097 | 0.9689105 | 0.7403693 | 0.4067170 |
| gam | NA | 0.8688977 | NA | NA |
| glm | NA | 0.8481193 | NA | NA |
Variable Importance